We train our model using MS-COCO[1]} as a source of content images, and Wikiart [2]} as a source of style images, matching the training regime of [3]}, [4]}, [5]}. These are the standard datasets for this task. MS-COCO is a diverse dataset of roughly 300,000 photographs, and Wikiart is a dataset of roughly 80,000 2D artworks from a variety of movements. Content/Style training pairs are randomly sampled independently from each dataset. For each input pair, two outputs are generated during training, a reconstruction of the style image and a style transfer:

S = G((S))
